{"id":"https://openalex.org/W2099547562","doi":"https://doi.org/10.1007/978-3-642-28255-3_35","title":"Hybrid Evolutionary Neuro-fuzzy Computational Tool to Forecast Wind Power and Electricity Prices","display_name":"Hybrid Evolutionary Neuro-fuzzy Computational Tool to Forecast Wind Power and Electricity Prices","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2099547562","doi":"https://doi.org/10.1007/978-3-642-28255-3_35","mag":"2099547562"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-28255-3_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-28255-3_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-28255-3_35.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-28255-3_35.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002113879","display_name":"Gerardo J. Os\u00f3rio","orcid":"https://orcid.org/0000-0001-8328-9708"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"G. J. Os\u00f3rio","raw_affiliation_strings":["University of Beira Interior and CAST, Covilh\u00e3, Portugal","UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Beira Interior and CAST, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)","institution_ids":["https://openalex.org/I161321875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010470249","display_name":"H.M.I. Pousinho","orcid":"https://orcid.org/0000-0001-8146-2431"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"H. M. I. Pousinho","raw_affiliation_strings":["Instituto Superior T\u00e9cnico and CIEEE, Lisbon, Portugal","University of Beira Interior and CAST, Covilh\u00e3, Portugal","UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)","CIEEE - Center for Innovation in Electrical and Energy Engineering [Lisboa] (Portugal)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico and CIEEE, Lisbon, Portugal","institution_ids":["https://openalex.org/I4387152517"]},{"raw_affiliation_string":"University of Beira Interior and CAST, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"CIEEE - Center for Innovation in Electrical and Energy Engineering [Lisboa] (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077355949","display_name":"Jo\ufffd\u00e3o Matias","orcid":"https://orcid.org/0000-0003-4329-6246"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J. C. O. Matias","raw_affiliation_strings":["University of Beira Interior and CAST, Covilh\u00e3, Portugal","UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Beira Interior and CAST, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)","institution_ids":["https://openalex.org/I161321875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018468139","display_name":"Cl\u00e1udio Monteiro","orcid":"https://orcid.org/0000-0003-4858-647X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"C. Monteiro","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto, Portugal","FEUP - Faculdade de Engenharia da Universidade do Porto (Rua Dr. Roberto Frias, s/n 4200-465 Porto - Portugal)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"FEUP - Faculdade de Engenharia da Universidade do Porto (Rua Dr. Roberto Frias, s/n 4200-465 Porto - Portugal)","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065382518","display_name":"Jo\u00e3o P. S. Catal\u00e0o","orcid":"https://orcid.org/0000-0002-2105-3051"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J. P. S. Catal\u00e3o","raw_affiliation_strings":["Instituto Superior T\u00e9cnico and CIEEE, Lisbon, Portugal","University of Beira Interior and CAST, Covilh\u00e3, Portugal","CIEEE - Center for Innovation in Electrical and Energy Engineering [Lisboa] (Portugal)","UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico and CIEEE, Lisbon, Portugal","institution_ids":["https://openalex.org/I4387152517"]},{"raw_affiliation_string":"University of Beira Interior and CAST, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"CIEEE - Center for Innovation in Electrical and Energy Engineering [Lisboa] (Portugal)","institution_ids":[]},{"raw_affiliation_string":"UBI - University of Beira Interior [Portugal] (UBI, Covilh\u00e3, Portugal\r\nRua Marqu\u00eas D'\u00c1vila e Bolama. 6201-001 Covilh\u00e3. Portugal. - Portugal)","institution_ids":["https://openalex.org/I161321875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6749162673950195},{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.6437129974365234},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6169335842132568},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.6059470772743225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5669988989830017},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5195441842079163},{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.5043281316757202},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4913100302219391},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.46966707706451416},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.4653957784175873},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.39159566164016724},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.322601854801178},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.252041757106781},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24455204606056213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23451241850852966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21197080612182617},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.14912626147270203}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6749162673950195},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.6437129974365234},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6169335842132568},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.6059470772743225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5669988989830017},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5195441842079163},{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.5043281316757202},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4913100302219391},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.46966707706451416},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.4653957784175873},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.39159566164016724},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.322601854801178},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.252041757106781},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24455204606056213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23451241850852966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21197080612182617},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.14912626147270203},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-28255-3_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-28255-3_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-28255-3_35.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.720.1866","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.720.1866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://webx.ubi.pt/%7Ecatalao/DoCEIS12_FinalPaper_Osorio.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01365601v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01365601","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3rd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2012, Costa de Caparica, Portugal. pp.321-328, ⟨10.1007/978-3-642-28255-3_35⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-28255-3_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-28255-3_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-28255-3_35.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1578237752","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G2386471663","display_name":null,"funder_award_id":"FCOMP-01-0124-FEDER-014887","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8868700560","display_name":null,"funder_award_id":"FCOMP-01-0124-FEDER","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2099547562.pdf","grobid_xml":"https://content.openalex.org/works/W2099547562.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W349704142","https://openalex.org/W1967189779","https://openalex.org/W1968378534","https://openalex.org/W1972014080","https://openalex.org/W1993750689","https://openalex.org/W2024692966","https://openalex.org/W2032505229","https://openalex.org/W2049986915","https://openalex.org/W2074511771","https://openalex.org/W2076406292","https://openalex.org/W2077228827","https://openalex.org/W2096071157","https://openalex.org/W2096220984","https://openalex.org/W2120094018","https://openalex.org/W2126709108","https://openalex.org/W2127192673","https://openalex.org/W2150722745","https://openalex.org/W2165537555","https://openalex.org/W2168185444","https://openalex.org/W2168747298","https://openalex.org/W2534663485","https://openalex.org/W3139890546"],"related_works":["https://openalex.org/W3117163868","https://openalex.org/W2347295811","https://openalex.org/W2028449551","https://openalex.org/W2088353375","https://openalex.org/W2162537764","https://openalex.org/W1996619742","https://openalex.org/W4389989272","https://openalex.org/W2034312879","https://openalex.org/W1987779716","https://openalex.org/W2990538238"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}